diff --git a/.github/workflows/ci-debian-macos.yml b/.github/workflows/ci-debian-macos.yml
new file mode 100644
index 00000000..49a9ab99
--- /dev/null
+++ b/.github/workflows/ci-debian-macos.yml
@@ -0,0 +1,50 @@
+name: Test on MacOS and ubuntu
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    runs-on: ${{ matrix.os }}
+    strategy:
+      max-parallel: 4
+      matrix:
+        os: [ubuntu-latest, macOS-latest]
+        python-version: [3.6, 3.7, 3.8]
+
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+    - name: Install testing dependencies
+      run: |
+        pip install pytest
+        pip install pytest-cov
+        pip install hypothesis
+        pip install matplotlib>=3.0.2
+        pip install black
+        pip install coverage
+        pip install coveralls
+    - name: Test with pytest
+      run: |
+        python setup.py develop
+        pytest --cov=nashpy tests/
+    - name: Report coverage to coveralls (only on py3.8 and ubuntu)
+      if: matrix.python-version == 3.8 && matrix.os == 'ubuntu-latest'
+      env:
+        COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
+      run: |
+        coveralls
+    - name: Check format (only on py3.8 and ubuntu)
+      if: matrix.python-version == 3.8 && matrix.os == 'ubuntu-latest'
+      run: |
+        black -l 80 . --check
+    - name: Doctest
+      run: |
+        python doctests.py
diff --git a/.github/workflows/ci-windows.yml b/.github/workflows/ci-windows.yml
new file mode 100644
index 00000000..34ee4f33
--- /dev/null
+++ b/.github/workflows/ci-windows.yml
@@ -0,0 +1,35 @@
+name: Test on Windows
+
+on: [push]
+
+jobs:
+  build:
+
+    runs-on: windows-latest
+    strategy:
+      max-parallel: 4
+      matrix:
+        python-version: [3.6, 3.7, 3.8]
+
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+    - name: Install testing dependencies
+      run: |
+        pip install pytest
+        pip install hypothesis
+        pip install matplotlib>=3.0.2
+    - name: Test with pytest
+      run: |
+        python setup.py develop
+        pytest tests/
+    - name: Doctest
+      run: |
+        python doctests.py
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index d8f6052c..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,42 +0,0 @@
-language: python
-sudo: required
-dist: xenial
-python:
-  - 3.5
-  - 3.6
-  - 3.7
-
-cache:
-  directories:
-    - $TRAVIS_BUILD_DIR/.hypothesis
-
-install:
-  - sudo apt-get update
-  # We do this conditionally because it saves us some downloading if the
-  # version is the same.
-  - wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh;
-  - bash miniconda.sh -b -p $HOME/miniconda
-  - export PATH="$HOME/miniconda/bin:$PATH"
-  - hash -r
-  - conda config --set always_yes yes --set changeps1 no
-  - conda update -q conda
-  # Useful for debugging any issues with conda
-  - conda info -a
-  - conda create -q -n test-environment python=$TRAVIS_PYTHON_VERSION scipy>=0.19.0 numpy>=1.15.4 matplotlib>=3.0.2
-  - source activate test-environment
-  - pip install coverage
-  - pip install coveralls
-  - pip install hypothesis
-  - pip install pytest
-  - pip install pytest-cov
-  - if [[ "$TRAVIS_PYTHON_VERSION" == '3.6' ]]; then pip install black; fi
-
-script:
-  - python setup.py develop
-  - pytest --cov=nashpy tests/
-  - coverage report -m
-  - if [[ "$TRAVIS_PYTHON_VERSION" == '3.6' ]]; then black -l 80 . --check; fi
-  - python doctests.py  # Run doctests
-
-after_success:
-  - coveralls